Abstract: A first bed that includes a first mattress, first pressure sensor, first acoustic sensor, and first controller configured to receive first pressure readings and first acoustic readings. The first controller is further configured to transmit the first pressure readings and the first acoustic readings to a remote server. The system further includes a second bed that includes a second mattress, a second pressure sensor, a second acoustic sensor and a second controller configured to run the received physiological event classifiers on second pressure readings and on second acoustic readings in order to collect one or more physiological event votes from the running physiological event classifiers and operate the bed system according to the indicated physiological event.

Abstract: A mattress supports a left-side user and a right-side user. At least one acoustic sensor is configured to sense acoustic energy in the environment of the left-side user and of the right-side user. At least one pressure sensor is configured to sense pressure applied to the left-side portion by the left-side user and applied to the right-side portion by the right-side user. A controller is configured to receive at least one acoustic stream from the at least one acoustic sensor and at least one pressure stream from the at least one pressure sensor. Left-side snore/breath parameters and right-side snore/breath parameters are generated. The controller is further configured to, responsive to determining that a home automation rule includes a condition that includes at least one of the left-side snore/breath parameters and the right-side snore/breath parameters send an instruction to drive a controllable device to the controllable device.

Abstract: A controller is configured to receive one or more streams of data, each stream of data representing a sensed phenomenon in the environment of a bed on which a first user is sleeping and a second user is sleeping. The controller is further configured to determine that the first user is experiencing restless sleep. The controller is further configured to determine that the second user is snoring. The controller is further configured to issue a snore-control command to a controllable home automation device such that the controllable home automation device alters a feature of the second user's sleeping environment in a way that is likely to reduce the second user's snoring. The controller is further configured to determine again that that the second user is still snoring and issue a second snore-control command.

Abstract: A first controller is in data communication with a first pressure sensor and is configured to receive first pressure readings, and transmit the first pressure readings. The system further includes a second controller in data communication with the second pressure sensor, the controller configured to receive one or more presence classifiers. The second controller is further configured to run the received presence classifiers on second pressure readings in order to collect one or more presence votes from the running presence classifiers. The second controller is further configured to determine, from the one or more presence votes, a presence state of a user on the second bed. The second controller is further configured to responsive to the determined presence state; operate the bed system according to the determined presence state.

Abstract: An acoustic sensor is positioned in an environment and configured to generate a data stream responsive to acoustic energy in the environment. A controller is configured to receive the data stream. The controller is further configured to analyze the data stream to determine ambient acoustic signals. The controller is further configured to generate an ambient acoustic template based on the determined ambient acoustic signals. The controller is further configured to apply the ambient acoustic template to the data stream so that the ambient acoustic signals are suppressed in the data stream. The controller is further configured to analyze the data stream after the ambient acoustic signals are suppressed in order to determine if the acoustic energy in the environment includes acoustic energy of human snoring. The controller is further configured to issue a control signal to a second controller in order to engage a home automation device.

Abstract: A first bed that includes a first mattress, a first pressure sensor, a first acoustic sensor, and a first controller in data communication with the first pressure sensor and the first acoustic sensor. The first controller is configured to receive first pressure readings and first acoustic readings. The first controller is further configured to transmit the first pressure readings and the first acoustic readings to a remote server. A second controller is configured to receive the one or more snore classifiers. The second controller is further configured to run the received snore classifiers on second pressure readings and on second acoustic readings in order to collect one or more snore votes from the running snore classifiers. The second controller is further configured to determine a snore state of a user on the second bed and operate the bed system according to the determined snore state.

Abstract: A system can include a foundation structure and a sensor. The foundation structure can have a plurality of deck panels configured to support a mattress. The plurality of deck panels can include a head panel. The plurality of deck panels can have a head, a foot, a first side, and a second side, a first edge along the head, a second edge along the foot opposite of the first edge, a third edge along the first side, and a fourth edge along the second side opposite the third edge. The sensor can be configured to detect a sound indicative of a snore. The sensor can be positioned along the third edge or fourth edge of the head panel.

Abstract: A first bed includes a first mattress, a first pressure sensor, and a first controller in data communication with the first pressure sensor, the first controller configured to receive pressure readings and to transmit the first pressure readings to a remote server. The system further includes a second bed that includes a second mattress having an inflatable chamber. The system further includes a second pressure sensor in fluid communication with the second mattress inflatable chamber to sense pressure applied to the second mattress of the inflatable chamber. The system further includes a second controller in data communication with the second pressure sensor, the controller configured to receive the one or more sleep-state classifiers and to run the received sleep-state classifiers in order to collect one or more sleep-state votes. The second controller is further configured to determine a sleep-state and operate the bed system according to the determined sleep-state.

Abstract: A mattress supports a user. An acoustic sensor is configured to sense acoustic energy. A pressure sensor senses pressure applied to the mattress. A controller is configured to receive an acoustic stream from the acoustic sensor. The controller is further configured to receive a pressure stream from the pressure sensor. The controller is further configured to combine the acoustic stream and the pressure stream in order to generate a set of snore/breath parameters. The controller is further configured to determine that a home-automation rule includes a condition that includes the generated set of snore/breath parameters. The controller is further configured to, responsive to determining that a home-automation rule includes a condition that includes the generated set of snore/breath parameters, send an instruction to drive a controllable device to the controllable device.

Abstract: A bed can include a mattress and a foot warming system. The mattress can include a mattress cover and a support structure that is positioned under and covered by the mattress cover. The foot warming system can include a heating unit an envelope, a power source, and an electrical connector electrically connecting the heating unit to the power source. The heating unit can be positioned inside the envelope between the envelope top and the envelope bottom. The heating unit and the envelope can be positioned at a foot of the bed under mattress cover between the support structure and the mattress cover.

Abstract: Methods and systems are disclosed to realistically simulate facial wrinkle aging of a person using a neutral state (natural look) image and one or more expression images (e.g., smile, frown, pout, wink) that induce wrinkles. The neutral and expression images are processed to simulate wrinkle aging by registering the wrinkles that are visible in the expression image onto the neutral image, thereby generating a wrinkle-aged simulated image. Advantageously, a person's own wrinkle histological data is utilized, hence providing an accurate and realistic wrinkle aging simulation. Similarly, the neutral image is processed to eliminate all visible wrinkles thereby generating a wrinkle de-aged simulation image. Additionally, blending of a neutral image with an aged or de-aged simulation image is disclosed, where the degree of blending is based on statistical modeling of skin condition with age and/or expected outcome of a particular type of treatment.

Abstract: A novel method and system is disclosed to realistically simulate the progress or worsening of facial skin features that contribute to the overall look and condition of the skin. The method utilizes two close-up photographs of the face, one is captured with a digital camera in standard white light, and the other is captured with the same camera in UV light. Then, the method processes these images to simulate the progress or worsening of the major skin features: hyperpigmented spots, wrinkles and small texture features. The worsening of these features simulates facial skin aging due to prolonged exposures to sunlight, biological aging or degradation of the skin health. The progress of these features simulates the improvement of facial skin in terms of overall look and healthiness as though the patient has gone through a treatment. Therefore, the present invention discloses a series of methods that are useful in dermatology, cosmetics and computer animations.

Abstract: Methods and systems for automatically generating a mask delineating a region of interest (ROI) within an image containing skin are disclosed. The image may be of an anatomical area containing skin, such as the face, neck, chest, shoulders, arms or hands, among others, or may be of portions of such areas, such as the cheek, forehead, or nose, among others. The mask that is generated is based on the locations of anatomical features or landmarks in the image, such as the eyes, nose, eyebrows and lips, which can vary from subject to subject and image to image. As such, masks can be adapted to individual subjects and to different images of the same subjects, while delineating anatomically standardized ROIs, thereby facilitating standardized, reproducible skin analysis over multiple subjects and/or over multiple images of each subject.

Abstract: Methods and systems for automatically generating a mask delineating a region of interest (ROI) within an image containing skin are disclosed. The image may be of an anatomical area containing skin, such as the face, neck, chest, shoulders, arms or hands, among others, or may be of portions of such areas, such as the cheek, forehead, or nose, among others. The mask that is generated is based on the locations of anatomical features or landmarks in the image, such as the eyes, nose, eyebrows and lips, which can vary from subject to subject and image to image. As such, masks can be adapted to individual subjects and to different images of the same subjects, while delineating anatomically standardized ROIs, thereby facilitating standardized, reproducible skin analysis over multiple subjects and/or over multiple images of each subject.

Abstract: Methods and systems are disclosed to realistically simulate facial wrinkle aging of a person using a neutral state (natural look) image and one or more expression images (e.g., smile, frown, pout, wink) that induce wrinkles. The neutral and expression images are processed to simulate wrinkle aging by registering the wrinkles that are visible in the expression image onto the neutral image, thereby generating a wrinkle-aged simulated image. Advantageously, a person's own wrinkle histological data is utilized, hence providing an accurate and realistic wrinkle aging simulation. Similarly, the neutral image is processed to eliminate all visible wrinkles thereby generating a wrinkle de-aged simulation image. Additionally, blending of a neutral image with an aged or de-aged simulation image is disclosed, where the degree of blending is based on statistical modeling of skin condition with age and/or expected outcome of a particular type of treatment.

Abstract: A novel method and system is disclosed to realistically simulate the progress or worsening of facial skin features that contribute to the overall look and condition of the skin. The method utilizes two close-up photographs of the face, one is captured with a digital camera in standard white light, and the other is captured with the same camera in UV light. Then, the method processes these images to simulate the progress or worsening of the major skin features: hyperpigmented spots, wrinkles and small texture features. The worsening of these features simulates facial skin aging due to prolonged exposures to sunlight, biological aging or degradation of the skin health. The progress of these features simulates the improvement of facial skin in terms of overall look and healthiness as though the patient has gone through a treatment. Therefore, the present invention discloses a series of methods that are useful in dermatology, cosmetics and computer animations.